Learn how to code papers with TensorFlow, MXNet, CNTK and more @ UAI 2017
This summer the heart of machine learning is beating in Australia. Three major conferences ICML, UAI and IJCAI are taking place back to back in Sydney and Melbourne from August 6th to August 25th. On August 11th UAI and ICML are colocating the ICML workshops and UAI tutorials. As part of these events and in an effort to bridge the gap between academic papers and their implementation, MLTrain is teaming up with UAI to provide a full day of training events. We will host several 3 hour sessions during which instructors will be teaching how to implement academic papers using state of the art frameworks such as TensorFlow, MXNet, CNTK and others. These events will be presented as a combination of lectures and hands on exercises using ipython notebooks, and applications using real data. Events like these will allow participants to take famous academic papers and apply them successfully in industry. Please follow us on facebook and twitter for updates and news.
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We solicit submission of papers which describe novel theories, methodology and applications related to knowledge representation, learning, and reasoning under uncertainty. A non-exclusive list of subject areas can be found here, and papers published at past conferences can be found here. We welcome submissions by authors who are new to the UAI conference, or on new and emerging topics. We encourage submissions on applications, especially those that inspire new methodologies or novel combinations of existing methodologies.
Submitted papers will be reviewed based on their novelty, technical quality, potential impact and clarity of writing. For papers that rely heavily on empirical evaluations, the experimental methods and results should be clear, well executed, and repeatable. Submissions that mark "applications" as the primary subject area will be reviewed according to appropriate criteria and by reviewers with appropriate backgrounds.
Important dates for authors
Paper submission and reviewing will be handled electronically. Submissions should be formatted in the UAI format and papers (including figures and text) are limited to 9 pages in length. An additional 10th page is allowed containing only references. Optional submissions of supplementary materials are allowed. However, reviewers are under no obligation to look at the submitted supplementary materials, and will base their review primarily on the main paper. Authors should consult this website for full details regarding the paper preparation and submission guidelines.
Papers that are currently under review or have already been accepted or published in a refereed venue, including conferences and journals, may not be submitted. Papers that have appeared on non-peered reviewed websites (like arXiv) or that have been presented at workshops (i.e., venues that do not have a publication proceedings) do not violate the policy. Authors are strongly encouraged to make data and code publicly available when possible.
The review process is double blind. Please make sure that the submission does not disclose the author's identities or affiliation.
We will use the new OpenReview conference system (as opposed to CMT) to manage paper submission and the review process. The goal is to improve the quality of the overall reviewing process. By using OpenReview, authors can respond to public comments anytime, even before the official rebuttal period. Also, anyone on the PC can comment on submissions, and reviewers can leverage these much more public discussions to improve their understanding and rating of papers.
Presentation and Publication
All accepted papers will be presented at the conference either as contributed talks or as posters, and will be published in the Conference Proceedings. At least one of the paper's authors should be present at the conference to present the work.
An agreement have been reached with JAIR regarding the fast-track publication of UAI 2017 best papers and runner ups. Once the review process is over, a list of nominated papers will be sent to JAIR. The editors of the journals will follow up with invitation letters and the journal review process. Authors may submit extended versions of their papers to JAIR. If accepted by JAIR, a paper would be published in a regular volume and be included in the JAIR Award Track.
Program ChairsGal Elidan
General ChairsAlexander Ihler